Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add hanamizuki/solopreneur --skill neo4j-cyphergit clone --depth 1 https://github.com/hanamizuki/solopreneurWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/hanamizuki/solopreneur/neo4j-cypher)<a href="https://agentmods.dev/skills/hanamizuki/solopreneur/neo4j-cypher"><img src="https://agentmods.dev/badge/skills/hanamizuki/solopreneur/neo4j-cypher/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/hanamizuki/solopreneur/neo4j-cypher"><img src="https://agentmods.dev/badge/skills/hanamizuki/solopreneur/neo4j-cypher.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00135 | $0.06211 |
| Opus 5.5 | $0.00054 | $0.02484 |
| Sonnet 5.5 | $0.00027 | $0.01242 |
| Haiku 4.5 | $0.00014 | $0.00621 |
Grade A, and why
neo4j-cypher scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 20d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -X POST https://<instance>.databases.neo4j.io/db/<database>/query/v2 \ Copies of this mod
1 near-identical copy found in the catalogue:
- neo4j-cypher-skill — 95% identical, 55 lines differ
How it starts
The opening of the file, as written. The whole thing — 417 lines — stays where its author put it; the contents beside it link to each section on GitHub.
When to Use
- Writing, optimizing, or debugging Cypher queries
- Graph pattern matching, QPEs, variable-length paths
- Vector/fulltext search, subqueries, batch writes, LOAD CSV
When NOT to Use
- Driver migration/API changes →
neo4j-migration-skill - DB admin (users, config, backups) →
neo4j-cli-tools-skill - Hybrid search that combines vector with fulltext or other ranked sources →
neo4j-vector-index-skill
GQL conformance note: LET, FINISH, FILTER, and INSERT are valid Cypher 25 clauses (introduced via GQL conformance, mostly in Neo4j 2025.06). On older versions, fall back to WITH / (omit RETURN) / WHERE / CREATE. INSERT requires &-separated multi-labels and does not support dynamic labels/types.
Pre-flight
| ? | Known | Unknown |
|---|---|---|
<db-name>-schema.json found in project |
Use it directly — skip live inspection | — |
| Schema (from context or live DB) | Use directly | Run Schema-First Protocol |
| Neo4j version | Use version features | Default to 2025.01 safe set |
| Executing (not generating)? | Use EXPLAIN + write gate | State query is unvalidated |
Schema unknown + no tool → produce non-executable sketch outside a code block:
(<SOURCE_LABEL> {<KEY>: $value})-[:<REL_TYPE>]->(<TARGET_LABEL>)
Never fill guessed names — realistic guesses get copied blindly.
Defaults — apply every query
CYPHER 25— first token; never repeat afterUNIONor inside subqueries- Schema first — inspect before writing; if schema in prompt, use it directly
MERGEon constrained key only; relMERGEon already-bound endpoints only- Label-free
MATCH (n)forbidden unless bound or followed byWHERE n:$($label) LIMIT 25default on all exploratory reads; pushWITH n LIMITbefore high-cardinality operations (variable-length traversals, fan-out MATCH, Cartesian products)- Comments:
//only —--is SQL, invalid REPEATABLE ELEMENTS/DIFFERENT RELATIONSHIPSgo afterMATCH, not end of patternSHOWcommands:YIELDbeforeWHERE; combinable with general Cypher clauses incl.UNION/RETURN[2026.05] —SHOW DATABASESstill requires system db (useUSE system)- Inline node predicates
(:Label WHERE p=x)— valid inMATCHonly WHEREcannot follow bareUNWIND— useWITH x WHERE(a)-[:R]-(b)— undirected matches both directions, double-counts; use directed unless unknownDETACH DELETE— plainDELETEthrows if node has relationships
What ships with it
13 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- _VENDOR.md 1.2 KB
- README.md 2.8 KB
- references/advanced-patterns.md 7.8 KB
- references/apoc.md 11 KB
- references/cypher-syntax.md 24 KB
- references/graph-type.md 7.2 KB
- references/indexes.md 14 KB
- references/performance.md 6.3 KB
- references/schema-guardrail.md 4.8 KB
- references/syntax-traps.md 3.8 KB
- scripts/define_schema.py 3.6 KB runs code
- scripts/generate_schema.py 2.0 KB runs code
- scripts/import_neo4j_schema.py 8.0 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 20d ago First seen · 417 lines · 135 tokens per session scan A fa9847cda8c5
neo4j-cypher is a skill published in the GitHub repository hanamizuki/solopreneur (154 stars, last pushed 4d ago), licensed MIT. It adds 135 tokens to every session and 6,211 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-27.
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